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---
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license:
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- cc0-1.0
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converted_from: kaggle
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kaggle_id: parsabg/stocknewseventssentiment-snes-10
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---
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# Dataset Card for Stock-NewsEventsSentiment (SNES) 1.0
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits](#data-splits)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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- [Contributions](#contributions)
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## Dataset Description
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- **Homepage:** https://kaggle.com/datasets/parsabg/stocknewseventssentiment-snes-10
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- **Repository:**
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:**
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### Dataset Summary
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Stock-NewsEventsSentiment (SNES) 1.0 is a dataset consisting of market and news time series data for S&P 500 companies over a period of 21 months (October 2020 to July 2022). The dataset contains the following parameters for each company (daily ticks):
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- Market data: Stock price and trade volumes
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- News data (volume of articles):
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-- Sentiment (positive/negative)
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-- New Products
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-- Layoffs
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-- Analyst Comments
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-- Stocks
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-- Dividends
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-- Corporate Earnings
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-- Mergers & Acquisitions
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-- Store Openings
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-- Product Recalls
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-- Adverse Events
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-- Personnel Changes
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-- Stock Rumours
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Resources:
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- Read more about SNES 1.0 [here](https://medium.com/@parsaghaffari/stock-newseventssentiment-snes-1-0-a92c8748b2c3)
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- Check out [Aylien's News API](https://aylien.com/product/news-api) - the main API behind this dataset.
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- See the code used for compiling the dataset [here](https://colab.research.google.com/drive/1Nd5aDPNxL44pVesv4muIqBN8xwQI9hfV?authuser=1#scrollTo=nTCT0ZgZWWyu).
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![](https://www.kaggleusercontent.com/kf/101833090/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..iQWprmEBO9-W3tJnXlV6Dw.1kJHDt8ySvXNhLL9XhChsuR_tQIGCVkZxipSSHxTdQ0be4Kz5XY-RzXYZO01fGb3WuCpHY3_SF3oDYnruXu2iseopmjjIu4Fyeh_nuHz2Ckr7UBQHkQGmoTNp8NjnXYJ-WrOkZG35CMBzdwJBKHXTQwyUqLfqFVaqSp4deBmcXTW3U_U1lpYs30ULxx7VPSzOdDZKbiXvSPYpJIm5YN8occ1HlrGzXC3QklLrBADnHvsEEte8uNKwFCdNZ3FJX8jyxEuE6jRf0HheGqHCQ_ZgfvNenXpwhoH6Les7gAiYOx4G7gBpE2cnhvloqusJe7gvW4f7T7zv_NCrhTe40SfzO6YxlT49UAok0j4TyNpj9LBn25D4eyC1w4wfqE4w9pUE0IM0HmuBsLrsmdZBgnNzCpRk-whaccNi7gccy32Utv40w1AEYkowNjI-iwlfetSwXBFfltA5ETDWBRCrhCHmWITF3OGsDTuKT0tAizbwfNdjBFiDMHtJPAZ4jTutWX0jioWQVwgdIk8j6rQvHJk3ecG16Kn8kiQgAb_D_ts7oV7aQo1yrmlKxnaSRX6xrS4oC1MHuGoW1ZP4OnnUhkQBBryNKNdMnUk49ifd0PbYbOD2jDy-kiGVanf1nQSDwaXNiDVijHkDOxL1-d3R2hpupVZNSgMnuGUSnA0aF67gig.TKd-E32Ni9ig_a8ZQbuadw/__results___files/__results___4_0.png)
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### Supported Tasks and Leaderboards
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[More Information Needed]
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### Languages
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[More Information Needed]
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## Dataset Structure
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### Data Instances
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[More Information Needed]
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### Data Fields
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[More Information Needed]
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### Data Splits
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[More Information Needed]
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## Dataset Creation
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### Curation Rationale
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[More Information Needed]
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### Source Data
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#### Initial Data Collection and Normalization
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[More Information Needed]
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#### Who are the source language producers?
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[More Information Needed]
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### Annotations
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#### Annotation process
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[More Information Needed]
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#### Who are the annotators?
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[More Information Needed]
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### Personal and Sensitive Information
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[More Information Needed]
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## Considerations for Using the Data
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### Social Impact of Dataset
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[More Information Needed]
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### Discussion of Biases
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[More Information Needed]
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### Other Known Limitations
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[More Information Needed]
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## Additional Information
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### Dataset Curators
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This dataset was shared by [@parsabg](https://kaggle.com/parsabg)
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### Licensing Information
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The license for this dataset is cc0-1.0
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### Citation Information
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+
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```bibtex
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[More Information Needed]
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```
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### Contributions
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[More Information Needed]
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